natural
Version:
General natural language (tokenizing, stemming (English, Russian, Spanish), part-of-speech tagging, sentiment analysis, classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
99 lines (84 loc) • 3.37 kB
TypeScript
/*
Copyright (c) 2022,
Dylan R. E. Moonfire <https://github.com/dmoonfire>,
Emily Marigold Klassen <https://github.com/forivall>,
Hugo W.L. ter Doest <https://github.com/Hugo-ter-Doest>
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
*/
declare interface DataPtr {
pointerSymbol: string
synsetOffset: number
pos: string
sourceTarget: string
}
declare interface DataRecord {
synsetOffset: number
lexFilenum: number
pos: string
wCnt: number
lemma: string
synonyms: string[]
lexId: string
ptrs: DataPtr[]
gloss: string
def: string
exp: string[]
}
declare type DataRecordCallback = (results: DataRecord) => void
declare type DataRecordsCallback = (results: DataRecord[]) => void
declare class DataFile {
constructor (dataDir: string, name: string)
get (location: number, callback: DataRecordCallback): void
}
declare interface IndexRecord {
lemma: string
pos: string
ptrSymbol: string[]
senseCnt: number
tagsenseCnt: number
synsetOffset: number[]
}
declare type IndexRecordCallback = (results: IndexRecord) => void
declare interface IndexFind {
status: string
key: string
line: string
tokens: string[]
}
declare type IndexFindCallback = (results: IndexFind) => void
declare class IndexFile {
constructor (dataDir: string, name: string)
lookup (word: string, callback: IndexRecordCallback): void
lookupFromFile (word: string, callback: IndexRecordCallback): void
find (word: string, callback: IndexFindCallback): void
}
declare interface WordNetLookupFile {
index: IndexFile
data: DataFile
}
export class WordNet {
constructor (dataDir?: string)
get (synsetOffset: number, pos: string, callback: DataRecordCallback): void
lookup (word: string, callback: DataRecordsCallback): void
lookupFromFiles (files: WordNetLookupFile[], results: DataRecord[], word: string, callback: DataRecordsCallback): void
pushResults (data: DataFile, results: DataRecord[], offsets: number[], callback: DataRecordsCallback): void
loadResultSynonyms (synonyms: DataRecord[], results: DataRecord[], callback: DataRecordsCallback): void
loadSynonyms (synonyms: DataRecord[], results: DataRecord[], ptrs: DataPtr[], callback: DataRecordsCallback): void
lookupSynonyms (word: string, callback: DataRecordsCallback): void
getSynonyms (record: DataRecord, callback: DataRecordsCallback): void
getDataFile (pos: string): DataFile
}